Joseph A. Gallego-Mejia

Publication Activity (10 Years)

Years Active: 2023-2023
Publications (10 Years): 8

Top Topics

Detect Anomalies

Density Estimation

Anomaly Detection

Top Venues

Publications

Laura Martínez-Ferrer, Anna Jungbluth, Joseph A. Gallego-Mejia, Matt Allen, Francisco Dorr, Freddie Kalaitzis, Raúl Ramos-Pollán
Exploring Generalisability of Self-Distillation with No Labels for SAR-Based Vegetation Prediction. CoRR (2023)
Joseph A. Gallego-Mejia, Oscar A. Bustos-Brinez, Fabio A. González
LEAN-DMKDE: Quantum Latent Density Estimation for Anomaly Detection (Student Abstract). AAAI (2023)
Matt Allen, Francisco Dorr, Joseph A. Gallego-Mejia, Laura Martínez-Ferrer, Anna Jungbluth, Freddie Kalaitzis, Raúl Ramos-Pollán
Large Scale Masked Autoencoding for Reducing Label Requirements on SAR Data. CoRR (2023)
Matt Allen, Francisco Dorr, Joseph A. Gallego-Mejia, Laura Martínez-Ferrer, Anna Jungbluth, Freddie Kalaitzis, Raúl Ramos-Pollán
Fewshot learning on global multimodal embeddings for earth observation tasks. CoRR (2023)
Fabio A. González, Raúl Ramos-Pollán, Joseph A. Gallego-Mejia
Quantum Kernel Mixtures for Probabilistic Deep Learning. CoRR (2023)
Joseph A. Gallego-Mejia
Efficient Non-parametric Neural Density Estimation and Its Application to Outlier and Anomaly Detection. AAAI (2023)
Joseph A. Gallego-Mejia, Fabio A. González
DEMANDE: Density Matrix Neural Density Estimation. IEEE Access 11 (2023)
Joseph A. Gallego-Mejia, Anna Jungbluth, Laura Martínez-Ferrer, Matt Allen, Francisco Dorr, Freddie Kalaitzis, Raúl Ramos-Pollán
Exploring DINO: Emergent Properties and Limitations for Synthetic Aperture Radar Imagery. CoRR (2023)